Nameexact_genome_1512568488_42_6550_0
Workunit2603947
Created7 Dec 2017, 20:22:37 UTC
Sent7 Dec 2017, 20:27:51 UTC
Report deadline15 Dec 2017, 14:13:07 UTC
Received8 Dec 2017, 2:24:09 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID53104
Run time2 hours 35 min 8 sec
CPU time2 hours 32 min 1 sec
Validate stateValid
Credit1,934.95
Device peak FLOPS4.75 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size151.54 MB
Peak swap size153.43 MB
Peak disk usage1.32 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
65045166, weight_update_time: 0.0991863385, other_time: 2.7468109131
epoch time: 12.3414344788s, input_fired_time: 0.1048254818, output_fired_time: 0.0000000000, propagate_forward_time: 11.9119949341, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3246145248
validation[          , genome  6550] predictions:    9705/  10000 (97.05%), best:    9745/10000 (97.45%), error:       951.33313, best error:       922.09015 on epoch:     9, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 139.9433746338s, input_fired_time: 3.9375059605, output_fired_time: 2.7160027027, propagate_forward_time: 55.7964477539, propagate_backward_time: 73.7362976074, weight_update_time: 0.0980819836, other_time: 3.7571258545
epoch time: 11.1076917648s, input_fired_time: 0.1031348482, output_fired_time: 0.0000000000, propagate_forward_time: 10.6925096512, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3120470047
validation[          , genome  6550] predictions:    9715/  10000 (97.15%), best:    9715/10000 (97.15%), error:       915.75220, best error:       915.75220 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 139.9972686768s, input_fired_time: 1.9397926331, output_fired_time: 0.7179184556, propagate_forward_time: 59.7499198914, propagate_backward_time: 75.8493423462, weight_update_time: 0.0990170315, other_time: 1.7402877808
epoch time: 12.0094003677s, input_fired_time: 0.0985332727, output_fired_time: 0.0000000000, propagate_forward_time: 11.6006698608, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3101968765
validation[          , genome  6550] predictions:    9710/  10000 (97.10%), best:    9715/10000 (97.15%), error:       986.72833, best error:       915.75220 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 138.0115661621s, input_fired_time: 0.9261986613, output_fired_time: 0.7112479806, propagate_forward_time: 51.2581596375, propagate_backward_time: 82.4014968872, weight_update_time: 0.0985955596, other_time: 2.7144699097
epoch time: 12.0837640762s, input_fired_time: 0.1022255793, output_fired_time: 0.0000000000, propagate_forward_time: 11.6699047089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3116340637
validation[          , genome  6550] predictions:    9702/  10000 (97.02%), best:    9715/10000 (97.15%), error:       963.69226, best error:       915.75220 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 141.4928436279s, input_fired_time: 0.9395756721, output_fired_time: 0.7177386880, propagate_forward_time: 47.9526481628, propagate_backward_time: 86.1145324707, weight_update_time: 0.0993255973, other_time: 5.7683410645
epoch time: 13.2675237656s, input_fired_time: 0.1031867340, output_fired_time: 0.0000000000, propagate_forward_time: 11.8213529587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3429841995
validation[          , genome  6550] predictions:    9654/  10000 (96.54%), best:    9715/10000 (97.15%), error:      1094.38062, best error:       915.75220 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 141.1305084229s, input_fired_time: 3.9489634037, output_fired_time: 1.7390713692, propagate_forward_time: 57.7598533630, propagate_backward_time: 74.9298095703, weight_update_time: 0.1002446339, other_time: 2.7528076172
epoch time: 12.4192895889s, input_fired_time: 0.1080878899, output_fired_time: 0.0000000000, propagate_forward_time: 11.9651527405, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3460493088
validation[          , genome  6550] predictions:    9707/  10000 (97.07%), best:    9715/10000 (97.15%), error:       972.06604, best error:       915.75220 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 140.0077972412s, input_fired_time: 0.9385796785, output_fired_time: 0.7233582735, propagate_forward_time: 60.7875747681, propagate_backward_time: 73.8244018555, weight_update_time: 0.0984266400, other_time: 3.7338790894
epoch time: 12.2111396790s, input_fired_time: 0.1068341583, output_fired_time: 0.0000000000, propagate_forward_time: 10.7881116867, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3161935806
validation[          , genome  6550] predictions:    9728/  10000 (97.28%), best:    9715/10000 (97.15%), error:       920.40698, best error:       915.75220 on epoch:    15, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 139.9513549805s, input_fired_time: 0.9349391460, output_fired_time: 1.7238849401, propagate_forward_time: 55.7116966248, propagate_backward_time: 79.8370285034, weight_update_time: 0.1015408263, other_time: 1.7437973022
epoch time: 12.1312770844s, input_fired_time: 0.1035539359, output_fired_time: 0.0000000000, propagate_forward_time: 11.7160091400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3117141724
validation[          , genome  6550] predictions:    9689/  10000 (96.89%), best:    9715/10000 (97.15%), error:       951.89893, best error:       915.75220 on epoch:    15, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 140.0659637451s, input_fired_time: 0.9394310117, output_fired_time: 0.7258683443, propagate_forward_time: 56.7723045349, propagate_backward_time: 78.8761749268, weight_update_time: 0.0982848853, other_time: 2.7521667480
epoch time: 12.2914962769s, input_fired_time: 0.1058606356, output_fired_time: 0.0000000000, propagate_forward_time: 11.8560972214, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3295383453
validation[          , genome  6550] predictions:    9740/  10000 (97.40%), best:    9740/10000 (97.40%), error:       852.32147, best error:       852.32147 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 139.8495941162s, input_fired_time: 0.9359853268, output_fired_time: 1.7234290838, propagate_forward_time: 53.7469062805, propagate_backward_time: 79.7029190063, weight_update_time: 0.0980838686, other_time: 3.7403488159
epoch time: 12.2686691284s, input_fired_time: 0.1047364846, output_fired_time: 0.0000000000, propagate_forward_time: 11.8440446854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3198881149
validation[          , genome  6550] predictions:    9720/  10000 (97.20%), best:    9740/10000 (97.40%), error:       899.13489, best error:       852.32147 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 141.1901397705s, input_fired_time: 0.9463504553, output_fired_time: 1.7182484865, propagate_forward_time: 60.8164558411, propagate_backward_time: 74.9577789307, weight_update_time: 0.0996003225, other_time: 2.7513122559
epoch time: 12.2214469910s, input_fired_time: 0.1047273278, output_fired_time: 0.0000000000, propagate_forward_time: 10.8027467728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3139724731
validation[          , genome  6550] predictions:    9728/  10000 (97.28%), best:    9740/10000 (97.40%), error:       861.44513, best error:       852.32147 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 140.3302001953s, input_fired_time: 2.9390902519, output_fired_time: 3.7313385010, propagate_forward_time: 56.8545112610, propagate_backward_time: 74.0592346191, weight_update_time: 0.0993549824, other_time: 2.7460327148
epoch time: 12.1438446045s, input_fired_time: 0.1047541872, output_fired_time: 0.0000000000, propagate_forward_time: 10.7270364761, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3120536804
validation[          , genome  6550] predictions:    9756/  10000 (97.56%), best:    9756/10000 (97.56%), error:       831.22162, best error:       831.22162 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 141.5194854736s, input_fired_time: 2.9441552162, output_fired_time: 0.7186264396, propagate_forward_time: 51.0057868958, propagate_backward_time: 84.0859756470, weight_update_time: 0.0992518514, other_time: 2.7649459839
epoch time: 11.1799974442s, input_fired_time: 0.1049711034, output_fired_time: 0.0000000000, propagate_forward_time: 9.7475538254, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3274726868
validation[          , genome  6550] predictions:    9737/  10000 (97.37%), best:    9756/10000 (97.56%), error:       872.03314, best error:       831.22162 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 143.4559631348s, input_fired_time: 0.9640723467, output_fired_time: 0.7389483452, propagate_forward_time: 54.8894577026, propagate_backward_time: 83.1018066406, weight_update_time: 0.0989469141, other_time: 3.7616806030
epoch time: 10.8179645538s, input_fired_time: 0.1016386971, output_fired_time: 0.0000000000, propagate_forward_time: 10.4001417160, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3161840439
validation[          , genome  6550] predictions:    9721/  10000 (97.21%), best:    9756/10000 (97.56%), error:       896.93372, best error:       831.22162 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 139.8072509766s, input_fired_time: 1.9365869761, output_fired_time: 1.7135591507, propagate_forward_time: 55.6327285767, propagate_backward_time: 76.7597274780, weight_update_time: 0.1065371335, other_time: 3.7646484375
epoch time: 12.1036882401s, input_fired_time: 0.1046138182, output_fired_time: 0.0000000000, propagate_forward_time: 11.6844282150, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3146457672
validation[          , genome  6550] predictions:    9690/  10000 (96.90%), best:    9756/10000 (97.56%), error:       938.81659, best error:       831.22162 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 142.4853668213s, input_fired_time: 1.9547487497, output_fired_time: 2.7196161747, propagate_forward_time: 57.9030189514, propagate_backward_time: 78.1480484009, weight_update_time: 0.1022711545, other_time: 1.7599411011
epoch time: 12.1520395279s, input_fired_time: 0.1048367843, output_fired_time: 0.0000000000, propagate_forward_time: 11.7339668274, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3132362366
validation[          , genome  6550] predictions:    9724/  10000 (97.24%), best:    9756/10000 (97.56%), error:       898.36749, best error:       831.22162 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 139.8465576172s, input_fired_time: 1.9511281252, output_fired_time: 1.7255470753, propagate_forward_time: 60.7821807861, propagate_backward_time: 72.6422729492, weight_update_time: 0.1058011502, other_time: 2.7454376221
epoch time: 12.2424507141s, input_fired_time: 0.1050684229, output_fired_time: 0.0000000000, propagate_forward_time: 9.8086643219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3287181854
validation[          , genome  6550] predictions:    9733/  10000 (97.33%), best:    9733/10000 (97.33%), error:       815.96094, best error:       815.96094 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 141.7892456055s, input_fired_time: 2.9363181591, output_fired_time: 0.7163121700, propagate_forward_time: 51.5482864380, propagate_backward_time: 83.8420867920, weight_update_time: 0.0982056707, other_time: 2.7462387085
epoch time: 12.2184925079s, input_fired_time: 0.1061464921, output_fired_time: 0.0000000000, propagate_forward_time: 11.7926816940, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3196640015
validation[          , genome  6550] predictions:    9742/  10000 (97.42%), best:    9733/10000 (97.33%), error:       850.08783, best error:       815.96094 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 142.1302032471s, input_fired_time: 2.9529166222, output_fired_time: 1.7288031578, propagate_forward_time: 59.9323616028, propagate_backward_time: 74.7482528687, weight_update_time: 0.0979333147, other_time: 2.7678756714
epoch time: 12.1841630936s, input_fired_time: 0.1073014066, output_fired_time: 0.0000000000, propagate_forward_time: 11.7587413788, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3181200027
validation[          , genome  6550] predictions:    9704/  10000 (97.04%), best:    9733/10000 (97.33%), error:       949.44690, best error:       815.96094 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 141.4838104248s, input_fired_time: 4.9571952820, output_fired_time: 0.7284059525, propagate_forward_time: 55.9422836304, propagate_backward_time: 76.0670700073, weight_update_time: 0.1019216478, other_time: 3.7888488770
epoch time: 11.1277437210s, input_fired_time: 0.1053908244, output_fired_time: 0.0000000000, propagate_forward_time: 10.7037248611, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3186283112
validation[          , genome  6550] predictions:    9765/  10000 (97.65%), best:    9733/10000 (97.33%), error:       876.97919, best error:       815.96094 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 141.3450164795s, input_fired_time: 1.9561078548, output_fired_time: 0.7257990241, propagate_forward_time: 56.9048805237, propagate_backward_time: 80.0104370117, weight_update_time: 0.0990547538, other_time: 1.7478027344
epoch time: 12.1846237183s, input_fired_time: 0.1068335995, output_fired_time: 0.0000000000, propagate_forward_time: 11.7639780045, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3138122559
validation[          , genome  6550] predictions:    9745/  10000 (97.45%), best:    9733/10000 (97.33%), error:       859.91052, best error:       815.96094 on epoch:    30, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 145.0202636719s, input_fired_time: 2.9415638447, output_fired_time: 0.7287188172, propagate_forward_time: 56.6536636353, propagate_backward_time: 77.9459686279, weight_update_time: 2.0987997055, other_time: 6.7503585815
epoch time: 12.2530746460s, input_fired_time: 0.1077494025, output_fired_time: 0.0000000000, propagate_forward_time: 10.8210029602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3243227005
validation[          , genome  6550] predictions:    9712/  10000 (97.12%), best:    9733/10000 (97.33%), error:       896.21533, best error:       815.96094 on epoch:    30, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 140.1206817627s, input_fired_time: 0.9503055811, output_fired_time: 2.7571079731, propagate_forward_time: 59.7606811523, propagate_backward_time: 74.9105377197, weight_update_time: 0.0989357829, other_time: 1.7420501709
epoch time: 12.1903972626s, input_fired_time: 0.1089886054, output_fired_time: 0.0000000000, propagate_forward_time: 10.7625131607, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3188953400
validation[          , genome  6550] predictions:    9694/  10000 (96.94%), best:    9733/10000 (97.33%), error:       970.97778, best error:       815.96094 on epoch:    30, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 139.7507476807s, input_fired_time: 1.9474146366, output_fired_time: 0.7148376703, propagate_forward_time: 59.7060890198, propagate_backward_time: 75.6124496460, weight_update_time: 0.0996640176, other_time: 1.7699508667
epoch time: 12.2435216904s, input_fired_time: 0.1071103737, output_fired_time: 0.0000000000, propagate_forward_time: 11.8210201263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3153915405
validation[          , genome  6550] predictions:    9730/  10000 (97.30%), best:    9733/10000 (97.33%), error:       869.43384, best error:       815.96094 on epoch:    30, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 142.0198059082s, input_fired_time: 2.9489853382, output_fired_time: 0.7150444388, propagate_forward_time: 60.7826309204, propagate_backward_time: 72.8352890015, weight_update_time: 1.0986546278, other_time: 4.7378540039
epoch time: 12.1165103912s, input_fired_time: 0.1045175940, output_fired_time: 0.0000000000, propagate_forward_time: 11.7002477646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3117446899
validation[          , genome  6550] predictions:    9760/  10000 (97.60%), best:    9760/10000 (97.60%), error:       781.75555, best error:       781.75555 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 140.2367706299s, input_fired_time: 0.9632359147, output_fired_time: 0.7247443199, propagate_forward_time: 55.8378410339, propagate_backward_time: 77.9630661011, weight_update_time: 0.0985880941, other_time: 4.7478713989
epoch time: 12.1773347855s, input_fired_time: 1.1051141024, output_fired_time: 0.0000000000, propagate_forward_time: 9.7621946335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3100261688
validation[          , genome  6550] predictions:    9763/  10000 (97.63%), best:    9760/10000 (97.60%), error:       816.39307, best error:       781.75555 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 141.0872344971s, input_fired_time: 0.9628059268, output_fired_time: 3.7218570709, propagate_forward_time: 52.7662162781, propagate_backward_time: 81.9068679810, weight_update_time: 0.0979530215, other_time: 1.7294845581
epoch time: 10.8813142776s, input_fired_time: 0.1029246449, output_fired_time: 0.0000000000, propagate_forward_time: 10.4752502441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3031396866
validation[          , genome  6550] predictions:    9771/  10000 (97.71%), best:    9771/10000 (97.71%), error:       757.37854, best error:       757.37854 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 141.2120361328s, input_fired_time: 0.9648585320, output_fired_time: 0.7185307741, propagate_forward_time: 51.8036727905, propagate_backward_time: 84.9983291626, weight_update_time: 0.0982744768, other_time: 2.7266387939
epoch time: 12.0661964417s, input_fired_time: 1.1055258512, output_fired_time: 0.0000000000, propagate_forward_time: 10.6514902115, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3091802597
validation[          , genome  6550] predictions:    9730/  10000 (97.30%), best:    9771/10000 (97.71%), error:       877.39020, best error:       757.37854 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 139.8206634521s, input_fired_time: 0.9511986375, output_fired_time: 0.7152562737, propagate_forward_time: 56.8180541992, propagate_backward_time: 75.6173324585, weight_update_time: 0.0978052989, other_time: 5.7188186646
epoch time: 11.2257947922s, input_fired_time: 0.1077039242, output_fired_time: 0.0000000000, propagate_forward_time: 10.8001575470, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3179330826
validation[          , genome  6550] predictions:    9753/  10000 (97.53%), best:    9771/10000 (97.71%), error:       818.70300, best error:       757.37854 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 140.1738739014s, input_fired_time: 1.9515019655, output_fired_time: 1.7253452539, propagate_forward_time: 53.7757949829, propagate_backward_time: 80.9933395386, weight_update_time: 0.0979878828, other_time: 1.7278900146
epoch time: 12.2544679642s, input_fired_time: 0.1055974811, output_fired_time: 0.0000000000, propagate_forward_time: 11.8283109665, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3205595016
validation[          , genome  6550] predictions:    9725/  10000 (97.25%), best:    9771/10000 (97.71%), error:       890.81702, best error:       757.37854 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 140.2369995117s, input_fired_time: 0.9589771032, output_fired_time: 0.7280395031, propagate_forward_time: 60.7686691284, propagate_backward_time: 76.0464706421, weight_update_time: 0.0987175703, other_time: 1.7348327637
epoch time: 12.1287193298s, input_fired_time: 0.1074299365, output_fired_time: 0.0000000000, propagate_forward_time: 11.7058172226, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3154726028
validation[          , genome  6550] predictions:    9739/  10000 (97.39%), best:    9771/10000 (97.71%), error:       853.66705, best error:       757.37854 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 141.1830291748s, input_fired_time: 3.9541616440, output_fired_time: 0.7193882465, propagate_forward_time: 53.8130531311, propagate_backward_time: 79.9302368164, weight_update_time: 0.0982183665, other_time: 2.7661895752
epoch time: 11.2245712280s, input_fired_time: 0.1071377918, output_fired_time: 0.0000000000, propagate_forward_time: 10.7966890335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3207445145
validation[          , genome  6550] predictions:    9716/  10000 (97.16%), best:    9771/10000 (97.71%), error:       920.32574, best error:       757.37854 on epoch:    40, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 142.0091247559s, input_fired_time: 0.9562681913, output_fired_time: 1.7208801508, propagate_forward_time: 55.8161506653, propagate_backward_time: 79.7884750366, weight_update_time: 0.0992271230, other_time: 3.7273483276
epoch time: 12.2320661545s, input_fired_time: 0.1093026027, output_fired_time: 0.0000000000, propagate_forward_time: 11.7999086380, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3228549957
validation[          , genome  6550] predictions:    9728/  10000 (97.28%), best:    9771/10000 (97.71%), error:       866.37891, best error:       757.37854 on epoch:    40, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 140.8772277832s, input_fired_time: 1.9625217915, output_fired_time: 0.7212949395, propagate_forward_time: 45.7344741821, propagate_backward_time: 89.7279052734, weight_update_time: 0.0977289900, other_time: 2.7310256958
epoch time: 11.1735029221s, input_fired_time: 0.1055434644, output_fired_time: 0.0000000000, propagate_forward_time: 9.7556638718, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3122959137
validation[          , genome  6550] predictions:    9759/  10000 (97.59%), best:    9771/10000 (97.71%), error:       788.36151, best error:       757.37854 on epoch:    40, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 139.6813507080s, input_fired_time: 0.9520990849, output_fired_time: 1.7209316492, propagate_forward_time: 63.6168670654, propagate_backward_time: 70.6637802124, weight_update_time: 0.0972379968, other_time: 2.7276687622
epoch time: 12.0412664413s, input_fired_time: 0.1052699164, output_fired_time: 0.0000000000, propagate_forward_time: 11.6236858368, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3123102188
validation[          , genome  6550] predictions:    9744/  10000 (97.44%), best:    9771/10000 (97.71%), error:       820.84857, best error:       757.37854 on epoch:    40, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 141.2550506592s, input_fired_time: 3.9529981613, output_fired_time: 0.7346884608, propagate_forward_time: 59.8581199646, propagate_backward_time: 74.9519653320, weight_update_time: 0.0984957069, other_time: 1.7572631836
epoch time: 11.0280733109s, input_fired_time: 0.1055945009, output_fired_time: 0.0000000000, propagate_forward_time: 10.6097230911, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3127555847
validation[          , genome  6550] predictions:    9713/  10000 (97.13%), best:    9771/10000 (97.71%), error:       946.38513, best error:       757.37854 on epoch:    40, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 139.1031799316s, input_fired_time: 2.9423789978, output_fired_time: 1.7168247700, propagate_forward_time: 53.3095016479, propagate_backward_time: 79.4177322388, weight_update_time: 0.0968225002, other_time: 1.7167358398
epoch time: 12.2576522827s, input_fired_time: 0.1096426249, output_fired_time: 0.0000000000, propagate_forward_time: 11.8267126083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3212966919
validation[          , genome  6550] predictions:    9737/  10000 (97.37%), best:    9771/10000 (97.71%), error:       866.56757, best error:       757.37854 on epoch:    40, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 139.3201293945s, input_fired_time: 0.9462371469, output_fired_time: 0.7277786136, propagate_forward_time: 55.4820022583, propagate_backward_time: 77.4377899170, weight_update_time: 0.0983949006, other_time: 4.7263107300
epoch time: 12.1409111023s, input_fired_time: 0.1088443100, output_fired_time: 0.0000000000, propagate_forward_time: 11.7192163467, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3128499985
validation[          , genome  6550] predictions:    9711/  10000 (97.11%), best:    9771/10000 (97.71%), error:       967.67584, best error:       757.37854 on epoch:    40, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 139.4753875732s, input_fired_time: 2.9587802887, output_fired_time: 0.7243953347, propagate_forward_time: 55.4595222473, propagate_backward_time: 77.5963516235, weight_update_time: 0.0979725495, other_time: 2.7363357544
epoch time: 11.3227729797s, input_fired_time: 0.1104071960, output_fired_time: 0.0000000000, propagate_forward_time: 10.8952417374, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3171243668
validation[          , genome  6550] predictions:    9787/  10000 (97.87%), best:    9787/10000 (97.87%), error:       717.23456, best error:       717.23456 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 141.2020568848s, input_fired_time: 2.9926326275, output_fired_time: 0.7263482213, propagate_forward_time: 49.8081169128, propagate_backward_time: 84.9308090210, weight_update_time: 0.0979164541, other_time: 2.7441482544
epoch time: 12.2278833389s, input_fired_time: 0.1098833755, output_fired_time: 0.0000000000, propagate_forward_time: 11.8009662628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3170337677
validation[          , genome  6550] predictions:    9757/  10000 (97.57%), best:    9787/10000 (97.87%), error:       829.41675, best error:       717.23456 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 139.1855316162s, input_fired_time: 0.9548531771, output_fired_time: 0.7296740413, propagate_forward_time: 60.2962455750, propagate_backward_time: 73.4856567383, weight_update_time: 0.0968528539, other_time: 3.7191009521
epoch time: 11.2313680649s, input_fired_time: 0.1068960577, output_fired_time: 0.0000000000, propagate_forward_time: 10.7973918915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3270797729
validation[          , genome  6550] predictions:    9744/  10000 (97.44%), best:    9787/10000 (97.87%), error:       857.92645, best error:       717.23456 on epoch:    52, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 139.5160369873s, input_fired_time: 1.9536581039, output_fired_time: 0.7150242925, propagate_forward_time: 57.4700927734, propagate_backward_time: 75.6486053467, weight_update_time: 0.0985325649, other_time: 3.7286529541
epoch time: 12.1226310730s, input_fired_time: 0.1091042534, output_fired_time: 0.0000000000, propagate_forward_time: 11.6997289658, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3137979507
validation[          , genome  6550] predictions:    9761/  10000 (97.61%), best:    9787/10000 (97.87%), error:       800.94916, best error:       717.23456 on epoch:    52, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 141.9102935791s, input_fired_time: 1.9563007355, output_fired_time: 1.7142319679, propagate_forward_time: 53.6741409302, propagate_backward_time: 81.8240127563, weight_update_time: 0.0972000882, other_time: 2.7416076660
epoch time: 12.2686624527s, input_fired_time: 0.1088719144, output_fired_time: 0.0000000000, propagate_forward_time: 10.8376054764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3221855164
validation[          , genome  6550] predictions:    9702/  10000 (97.02%), best:    9787/10000 (97.87%), error:       966.88861, best error:       717.23456 on epoch:    52, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 142.3710021973s, input_fired_time: 0.9621714950, output_fired_time: 1.7288572788, propagate_forward_time: 53.8178672791, propagate_backward_time: 82.1145477295, weight_update_time: 0.0989474580, other_time: 3.7475585938
epoch time: 12.1337900162s, input_fired_time: 0.1096164808, output_fired_time: 0.0000000000, propagate_forward_time: 10.7104225159, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3137512207
validation[          , genome  6550] predictions:    9736/  10000 (97.36%), best:    9787/10000 (97.87%), error:       934.07861, best error:       717.23456 on epoch:    52, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 142.1188812256s, input_fired_time: 0.9635646939, output_fired_time: 1.7231690884, propagate_forward_time: 52.7329406738, propagate_backward_time: 83.9549102783, weight_update_time: 0.1005826741, other_time: 2.7442932129
epoch time: 12.1910648346s, input_fired_time: 0.1081067845, output_fired_time: 0.0000000000, propagate_forward_time: 10.7695941925, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3133640289
validation[          , genome  6550] predictions:    9736/  10000 (97.36%), best:    9787/10000 (97.87%), error:       919.87830, best error:       717.23456 on epoch:    52, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 142.0812988281s, input_fired_time: 1.9574512243, output_fired_time: 0.7305484414, propagate_forward_time: 63.6866531372, propagate_backward_time: 72.9686660767, weight_update_time: 0.1032184213, other_time: 2.7379760742
epoch time: 12.2024440765s, input_fired_time: 0.1071479842, output_fired_time: 0.0000000000, propagate_forward_time: 10.7654428482, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3298530579
validation[          , genome  6550] predictions:    9701/  10000 (97.01%), best:    9787/10000 (97.87%), error:       944.65546, best error:       717.23456 on epoch:    52, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 141.6896362305s, input_fired_time: 0.9581635594, output_fired_time: 1.7352182865, propagate_forward_time: 52.9365653992, propagate_backward_time: 82.3143463135, weight_update_time: 0.1022991017, other_time: 3.7453460693
epoch time: 11.2529573441s, input_fired_time: 0.1088289618, output_fired_time: 0.0000000000, propagate_forward_time: 10.8237409592, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3203878403
validation[          , genome  6550] predictions:    9743/  10000 (97.43%), best:    9787/10000 (97.87%), error:       821.50281, best error:       717.23456 on epoch:    52, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 139.7701110840s, input_fired_time: 0.9538495541, output_fired_time: 1.7162457705, propagate_forward_time: 51.5824928284, propagate_backward_time: 81.7870254517, weight_update_time: 0.0979490876, other_time: 3.7305068970
epoch time: 11.1703472137s, input_fired_time: 0.1081419885, output_fired_time: 0.0000000000, propagate_forward_time: 10.7483301163, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3138751984
validation[          , genome  6550] predictions:    9768/  10000 (97.68%), best:    9787/10000 (97.87%), error:       779.08026, best error:       717.23456 on epoch:    52, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 141.3110809326s, input_fired_time: 1.9680502415, output_fired_time: 1.7346128225, propagate_forward_time: 52.3975181580, propagate_backward_time: 80.4687805176, weight_update_time: 1.0971307755, other_time: 4.7421112061
epoch time: 11.9619560242s, input_fired_time: 0.1064907983, output_fired_time: 0.0000000000, propagate_forward_time: 11.5476531982, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3078117371
validation[          , genome  6550] predictions:    9748/  10000 (97.48%), best:    9787/10000 (97.87%), error:       819.58588, best error:       717.23456 on epoch:    52, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 139.7786102295s, input_fired_time: 3.9813988209, output_fired_time: 0.7514472008, propagate_forward_time: 55.4699630737, propagate_backward_time: 76.8363037109, weight_update_time: 1.0992747545, other_time: 2.7394943237
epoch time: 12.0283269882s, input_fired_time: 0.1071020141, output_fired_time: 0.0000000000, propagate_forward_time: 11.6051063538, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3161182404
validation[          , genome  6550] predictions:    9758/  10000 (97.58%), best:    9787/10000 (97.87%), error:       802.53674, best error:       717.23456 on epoch:    52, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 139.6121215820s, input_fired_time: 0.9525223970, output_fired_time: 0.7166584730, propagate_forward_time: 59.5503883362, propagate_backward_time: 73.6606826782, weight_update_time: 1.0987814665, other_time: 4.7318649292
epoch time: 11.2515697479s, input_fired_time: 0.1076611206, output_fired_time: 0.0000000000, propagate_forward_time: 10.8258543015, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3180541992
validation[          , genome  6550] predictions:    9711/  10000 (97.11%), best:    9787/10000 (97.87%), error:       936.76355, best error:       717.23456 on epoch:    52, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 140.7122192383s, input_fired_time: 0.9577898383, output_fired_time: 0.7220568061, propagate_forward_time: 55.4523925781, propagate_backward_time: 80.8568344116, weight_update_time: 0.0977541432, other_time: 2.7231369019
epoch time: 11.2612571716s, input_fired_time: 1.1089409590, output_fired_time: 0.0000000000, propagate_forward_time: 9.8353729248, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3169431686
validation[          , genome  6550] predictions:    9745/  10000 (97.45%), best:    9787/10000 (97.87%), error:       831.97870, best error:       717.23456 on epoch:    52, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 141.6120910645s, input_fired_time: 1.9552534819, output_fired_time: 1.7275626659, propagate_forward_time: 56.4814147949, propagate_backward_time: 78.7187728882, weight_update_time: 0.0988479182, other_time: 2.7290878296
epoch time: 12.2905340195s, input_fired_time: 0.1098966673, output_fired_time: 0.0000000000, propagate_forward_time: 11.8572921753, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3233451843
validation[          , genome  6550] predictions:    9742/  10000 (97.42%), best:    9787/10000 (97.87%), error:       838.08887, best error:       717.23456 on epoch:    52, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 140.0901489258s, input_fired_time: 0.9621173143, output_fired_time: 2.7323701382, propagate_forward_time: 50.6775207520, propagate_backward_time: 81.9641571045, weight_update_time: 0.1032022834, other_time: 3.7539825439
epoch time: 12.2270336151s, input_fired_time: 0.1100165993, output_fired_time: 0.0000000000, propagate_forward_time: 10.7960033417, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3210134506
validation[          , genome  6550] predictions:    9783/  10000 (97.83%), best:    9787/10000 (97.87%), error:       770.04193, best error:       717.23456 on epoch:    52, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 141.4473571777s, input_fired_time: 0.9605380893, output_fired_time: 0.7315055132, propagate_forward_time: 61.9760589600, propagate_backward_time: 74.0124511719, weight_update_time: 0.0999044925, other_time: 3.7667999268
epoch time: 12.1602096558s, input_fired_time: 0.1098484248, output_fired_time: 0.0000000000, propagate_forward_time: 11.7319173813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3184442520
validation[          , genome  6550] predictions:    9767/  10000 (97.67%), best:    9787/10000 (97.87%), error:       744.92206, best error:       717.23456 on epoch:    52, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 140.5742645264s, input_fired_time: 1.9647159576, output_fired_time: 1.7145428658, propagate_forward_time: 50.5113143921, propagate_backward_time: 82.6558914185, weight_update_time: 1.0973047018, other_time: 3.7277984619
epoch time: 12.1180028915s, input_fired_time: 0.1094961986, output_fired_time: 0.0000000000, propagate_forward_time: 11.6928291321, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3156776428
validation[          , genome  6550] predictions:    9762/  10000 (97.62%), best:    9787/10000 (97.87%), error:       757.22040, best error:       717.23456 on epoch:    52, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 142.1079406738s, input_fired_time: 0.9706004262, output_fired_time: 2.7342469692, propagate_forward_time: 51.6954345703, propagate_backward_time: 83.9644088745, weight_update_time: 0.0982406661, other_time: 2.7432479858
epoch time: 12.1658611298s, input_fired_time: 0.1078848168, output_fired_time: 0.0000000000, propagate_forward_time: 11.7413253784, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3166513443
validation[          , genome  6550] predictions:    9755/  10000 (97.55%), best:    9787/10000 (97.87%), error:       877.19067, best error:       717.23456 on epoch:    52, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 141.9456787109s, input_fired_time: 0.9659821987, output_fired_time: 1.7297816277, propagate_forward_time: 58.6008224487, propagate_backward_time: 77.8807373047, weight_update_time: 0.0983382389, other_time: 2.7683486938
epoch time: 12.2142314911s, input_fired_time: 0.1074482128, output_fired_time: 0.0000000000, propagate_forward_time: 11.7900028229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3167800903
validation[          , genome  6550] predictions:    9744/  10000 (97.44%), best:    9787/10000 (97.87%), error:       835.80951, best error:       717.23456 on epoch:    52, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 140.0029449463s, input_fired_time: 1.9676666260, output_fired_time: 0.7226784825, propagate_forward_time: 51.7661285400, propagate_backward_time: 81.8100585938, weight_update_time: 0.0992845595, other_time: 3.7364196777
epoch time: 11.5082178116s, input_fired_time: 0.1022941321, output_fired_time: 0.0000000000, propagate_forward_time: 11.1066408157, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2992830276
validation[          , genome  6550] predictions:    9763/  10000 (97.63%), best:    9787/10000 (97.87%), error:       800.02856, best error:       717.23456 on epoch:    52, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 137.7387695312s, input_fired_time: 0.9576694369, output_fired_time: 0.7265502810, propagate_forward_time: 53.1781120300, propagate_backward_time: 80.1406784058, weight_update_time: 0.0958154127, other_time: 2.7357559204
epoch time: 12.1609392166s, input_fired_time: 0.1103836894, output_fired_time: 0.0000000000, propagate_forward_time: 10.7359905243, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3145647049
validation[          , genome  6550] predictions:    9752/  10000 (97.52%), best:    9787/10000 (97.87%), error:       810.94977, best error:       717.23456 on epoch:    52, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 140.0025482178s, input_fired_time: 1.9843274355, output_fired_time: 1.7232251167, propagate_forward_time: 50.6166458130, propagate_backward_time: 82.9418869019, weight_update_time: 0.0995390490, other_time: 2.7364654541
epoch time: 12.2835845947s, input_fired_time: 0.1127689108, output_fired_time: 0.0000000000, propagate_forward_time: 11.8553295135, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3154859543
validation[          , genome  6550] predictions:    9750/  10000 (97.50%), best:    9787/10000 (97.87%), error:       800.05658, best error:       717.23456 on epoch:    52, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 141.2585296631s, input_fired_time: 1.9861196280, output_fired_time: 0.7319931984, propagate_forward_time: 54.8223495483, propagate_backward_time: 78.9738006592, weight_update_time: 0.0978475958, other_time: 4.7442703247
epoch time: 11.1848936081s, input_fired_time: 0.1091096327, output_fired_time: 0.0000000000, propagate_forward_time: 10.7601137161, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3156700134
validation[          , genome  6550] predictions:    9767/  10000 (97.67%), best:    9787/10000 (97.87%), error:       769.32208, best error:       717.23456 on epoch:    52, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 140.4452362061s, input_fired_time: 1.9644873142, output_fired_time: 1.7236462831, propagate_forward_time: 53.7635917664, propagate_backward_time: 80.2623214722, weight_update_time: 0.0976344794, other_time: 2.7311782837
epoch time: 12.2431430817s, input_fired_time: 0.1121689454, output_fired_time: 0.0000000000, propagate_forward_time: 11.8174180984, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3135557175
validation[          , genome  6550] predictions:    9747/  10000 (97.47%), best:    9787/10000 (97.87%), error:       805.35791, best error:       717.23456 on epoch:    52, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 142.1093750000s, input_fired_time: 1.9759213924, output_fired_time: 1.7272635698, propagate_forward_time: 56.6329383850, propagate_backward_time: 78.0347747803, weight_update_time: 0.0987756774, other_time: 3.7384796143
epoch time: 12.2990446091s, input_fired_time: 0.1130556539, output_fired_time: 0.0000000000, propagate_forward_time: 11.8667497635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3192396164
validation[          , genome  6550] predictions:    9733/  10000 (97.33%), best:    9787/10000 (97.87%), error:       902.28540, best error:       717.23456 on epoch:    52, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 140.3892364502s, input_fired_time: 1.9708901644, output_fired_time: 1.7324157953, propagate_forward_time: 59.8220672607, propagate_backward_time: 74.1152801514, weight_update_time: 0.0976764187, other_time: 2.7485809326
epoch time: 14.2747488022s, input_fired_time: 0.1094987988, output_fired_time: 0.0000000000, propagate_forward_time: 13.8504257202, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3148241043
validation[          , genome  6550] predictions:    9766/  10000 (97.66%), best:    9787/10000 (97.87%), error:       762.38306, best error:       717.23456 on epoch:    52, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 137.5007781982s, input_fired_time: 1.9590823650, output_fired_time: 1.7051532269, propagate_forward_time: 56.1253509521, propagate_backward_time: 74.9946746826, weight_update_time: 0.0963806510, other_time: 2.7165222168
epoch time: 12.0931205750s, input_fired_time: 0.1085024476, output_fired_time: 0.0000000000, propagate_forward_time: 10.6701974869, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3144207001
validation[          , genome  6550] predictions:    9773/  10000 (97.73%), best:    9787/10000 (97.87%), error:       763.52740, best error:       717.23456 on epoch:    52, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 140.0841217041s, input_fired_time: 1.9766410589, output_fired_time: 1.7232887745, propagate_forward_time: 54.7367744446, propagate_backward_time: 79.9137878418, weight_update_time: 0.0996045247, other_time: 1.7336425781
epoch time: 12.2539510727s, input_fired_time: 0.1118053347, output_fired_time: 0.0000000000, propagate_forward_time: 11.8240003586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3181457520
validation[          , genome  6550] predictions:    9782/  10000 (97.82%), best:    9787/10000 (97.87%), error:       750.68066, best error:       717.23456 on epoch:    52, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 144.0137176514s, input_fired_time: 0.9739974737, output_fired_time: 2.7233345509, propagate_forward_time: 51.7416038513, propagate_backward_time: 84.8127441406, weight_update_time: 0.0985368043, other_time: 3.7620391846
epoch time: 12.1829118729s, input_fired_time: 0.1086336598, output_fired_time: 0.0000000000, propagate_forward_time: 11.7495756149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3247022629
validation[          , genome  6550] predictions:    9718/  10000 (97.18%), best:    9787/10000 (97.87%), error:       892.86096, best error:       717.23456 on epoch:    52, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 140.2250366211s, input_fired_time: 0.9798542857, output_fired_time: 0.7372356653, propagate_forward_time: 58.7368659973, propagate_backward_time: 78.0041427612, weight_update_time: 0.0981471241, other_time: 1.7669448853
epoch time: 12.1177501678s, input_fired_time: 0.1112472340, output_fired_time: 0.0000000000, propagate_forward_time: 11.6943092346, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3121938705
validation[          , genome  6550] predictions:    9765/  10000 (97.65%), best:    9787/10000 (97.87%), error:       783.61993, best error:       717.23456 on epoch:    52, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 139.8244628906s, input_fired_time: 0.9730807543, output_fired_time: 0.7207969427, propagate_forward_time: 55.6128158569, propagate_backward_time: 79.7757797241, weight_update_time: 1.0979293585, other_time: 2.7419891357
epoch time: 11.9785909653s, input_fired_time: 0.1079860628, output_fired_time: 0.0000000000, propagate_forward_time: 10.5598077774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3107967377
validation[          , genome  6550] predictions:    9731/  10000 (97.31%), best:    9787/10000 (97.87%), error:       846.09741, best error:       717.23456 on epoch:    52, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 139.7322845459s, input_fired_time: 1.9747521877, output_fired_time: 2.7322208881, propagate_forward_time: 56.4956588745, propagate_backward_time: 74.7730255127, weight_update_time: 0.1014596894, other_time: 3.7566299438
epoch time: 11.8279781342s, input_fired_time: 0.1109024361, output_fired_time: 0.0000000000, propagate_forward_time: 11.4150733948, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3020019531
validation[          , genome  6550] predictions:    9764/  10000 (97.64%), best:    9787/10000 (97.87%), error:       779.91315, best error:       717.23456 on epoch:    52, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 139.7153015137s, input_fired_time: 0.9772009254, output_fired_time: 1.7213646173, propagate_forward_time: 57.5900192261, propagate_backward_time: 77.6746292114, weight_update_time: 0.0977091864, other_time: 1.7520904541
epoch time: 12.2893133163s, input_fired_time: 2.1142606735, output_fired_time: 0.0000000000, propagate_forward_time: 9.8541364670, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3209161758
validation[          , genome  6550] predictions:    9753/  10000 (97.53%), best:    9787/10000 (97.87%), error:       828.16571, best error:       717.23456 on epoch:    52, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 143.0797119141s, input_fired_time: 0.9799401164, output_fired_time: 0.7187651992, propagate_forward_time: 61.8456649780, propagate_backward_time: 75.7934417725, weight_update_time: 0.0990922749, other_time: 3.7419052124
epoch time: 12.0961771011s, input_fired_time: 0.1085983813, output_fired_time: 0.0000000000, propagate_forward_time: 11.6750707626, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3125076294
validation[          , genome  6550] predictions:    9772/  10000 (97.72%), best:    9787/10000 (97.87%), error:       781.98944, best error:       717.23456 on epoch:    52, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 139.6947021484s, input_fired_time: 1.9793281555, output_fired_time: 0.7159188390, propagate_forward_time: 53.6570510864, propagate_backward_time: 80.5996170044, weight_update_time: 0.0972611085, other_time: 2.7427978516
epoch time: 12.2734136581s, input_fired_time: 0.1131124869, output_fired_time: 0.0000000000, propagate_forward_time: 11.8443651199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3159360886
validation[          , genome  6550] predictions:    9736/  10000 (97.36%), best:    9787/10000 (97.87%), error:       892.41187, best error:       717.23456 on epoch:    52, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 138.9902038574s, input_fired_time: 0.9901858568, output_fired_time: 0.7074768543, propagate_forward_time: 53.4091682434, propagate_backward_time: 80.1505966187, weight_update_time: 1.0981563330, other_time: 3.7327804565
epoch time: 12.1299543381s, input_fired_time: 0.1102948263, output_fired_time: 0.0000000000, propagate_forward_time: 11.7075624466, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3120965958
validation[          , genome  6550] predictions:    9726/  10000 (97.26%), best:    9787/10000 (97.87%), error:       867.14307, best error:       717.23456 on epoch:    52, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 139.9960937500s, input_fired_time: 1.9758808613, output_fired_time: 0.7123169899, propagate_forward_time: 61.7560234070, propagate_backward_time: 72.8039855957, weight_update_time: 0.0976069644, other_time: 2.7478942871
epoch time: 12.1183786392s, input_fired_time: 0.1104133129, output_fired_time: 0.0000000000, propagate_forward_time: 11.6926889420, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3152761459
validation[          , genome  6550] predictions:    9767/  10000 (97.67%), best:    9787/10000 (97.87%), error:       787.47864, best error:       717.23456 on epoch:    52, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 140.1466522217s, input_fired_time: 0.9938936234, output_fired_time: 0.7156567574, propagate_forward_time: 64.8806381226, propagate_backward_time: 71.8011245728, weight_update_time: 0.0977892131, other_time: 1.7553405762
epoch time: 12.2016353607s, input_fired_time: 1.1113493443, output_fired_time: 0.0000000000, propagate_forward_time: 10.7582120895, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3320741653
validation[          , genome  6550] predictions:    9783/  10000 (97.83%), best:    9787/10000 (97.87%), error:       752.38239, best error:       717.23456 on epoch:    52, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 140.0501251221s, input_fired_time: 0.9733749628, output_fired_time: 5.7263007164, propagate_forward_time: 53.8013763428, propagate_backward_time: 76.8143920898, weight_update_time: 0.1000376493, other_time: 2.7346801758
epoch time: 12.2175006866s, input_fired_time: 0.1166386530, output_fired_time: 0.0000000000, propagate_forward_time: 11.7836818695, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3171806335
validation[          , genome  6550] predictions:    9719/  10000 (97.19%), best:    9787/10000 (97.87%), error:       897.79596, best error:       717.23456 on epoch:    52, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 141.3217010498s, input_fired_time: 1.9780120850, output_fired_time: 0.7155711055, propagate_forward_time: 52.9531593323, propagate_backward_time: 82.9295425415, weight_update_time: 0.1004943475, other_time: 2.7454147339
epoch time: 12.2119903564s, input_fired_time: 0.1126508117, output_fired_time: 0.0000000000, propagate_forward_time: 11.7833471298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3159923553
validation[          , genome  6550] predictions:    9752/  10000 (97.52%), best:    9787/10000 (97.87%), error:       889.18372, best error:       717.23456 on epoch:    52, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 140.4406433105s, input_fired_time: 1.9744435549, output_fired_time: 1.7261142731, propagate_forward_time: 59.9202766418, propagate_backward_time: 75.0785064697, weight_update_time: 0.0976005644, other_time: 1.7413024902
epoch time: 12.2893180847s, input_fired_time: 0.1180658713, output_fired_time: 0.0000000000, propagate_forward_time: 11.8471107483, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3241415024
validation[          , genome  6550] predictions:    9767/  10000 (97.67%), best:    9787/10000 (97.87%), error:       757.21155, best error:       717.23456 on epoch:    52, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 142.1267395020s, input_fired_time: 2.9768595695, output_fired_time: 1.7181175947, propagate_forward_time: 58.7411689758, propagate_backward_time: 73.9459457397, weight_update_time: 0.0973864868, other_time: 4.7446517944
epoch time: 12.1409492493s, input_fired_time: 0.1109193563, output_fired_time: 0.0000000000, propagate_forward_time: 11.7150840759, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3149461746
validation[          , genome  6550] predictions:    9773/  10000 (97.73%), best:    9787/10000 (97.87%), error:       752.57959, best error:       717.23456 on epoch:    52, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 139.9076232910s, input_fired_time: 0.9872837663, output_fired_time: 0.7233849764, propagate_forward_time: 54.7682991028, propagate_backward_time: 81.7032165527, weight_update_time: 0.0975609794, other_time: 1.7254333496
epoch time: 12.1232690811s, input_fired_time: 0.1138979495, output_fired_time: 0.0000000000, propagate_forward_time: 11.6928291321, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3165416718
validation[          , genome  6550] predictions:    9767/  10000 (97.67%), best:    9787/10000 (97.87%), error:       791.07690, best error:       717.23456 on epoch:    52, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 141.7073364258s, input_fired_time: 1.9801564217, output_fired_time: 0.7312738299, propagate_forward_time: 58.9939346313, propagate_backward_time: 75.2604446411, weight_update_time: 0.0981069505, other_time: 4.7415161133
epoch time: 11.0885114670s, input_fired_time: 0.1132309288, output_fired_time: 0.0000000000, propagate_forward_time: 10.6645860672, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3106946945
validation[          , genome  6550] predictions:    9775/  10000 (97.75%), best:    9787/10000 (97.87%), error:       760.40656, best error:       717.23456 on epoch:    52, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 143.3852691650s, input_fired_time: 1.9961328506, output_fired_time: 0.7217938304, propagate_forward_time: 59.9264869690, propagate_backward_time: 79.0022583008, weight_update_time: 0.0979170874, other_time: 1.7386016846
epoch time: 12.1304759979s, input_fired_time: 0.1121557876, output_fired_time: 0.0000000000, propagate_forward_time: 10.7065095901, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3118104935
validation[          , genome  6550] predictions:    9740/  10000 (97.40%), best:    9787/10000 (97.87%), error:       866.60590, best error:       717.23456 on epoch:    52, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 139.8556671143s, input_fired_time: 1.9699529409, output_fired_time: 0.7336283922, propagate_forward_time: 48.7109832764, propagate_backward_time: 85.7192001343, weight_update_time: 0.0975362733, other_time: 2.7219009399
epoch time: 12.0751876831s, input_fired_time: 0.1175214350, output_fired_time: 0.0000000000, propagate_forward_time: 11.6475324631, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3101339340
validation[          , genome  6550] predictions:    9753/  10000 (97.53%), best:    9787/10000 (97.87%), error:       826.27808, best error:       717.23456 on epoch:    52, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 142.4329071045s, input_fired_time: 0.9716729522, output_fired_time: 0.7190136313, propagate_forward_time: 58.9878845215, propagate_backward_time: 80.0205535889, weight_update_time: 0.0973576531, other_time: 1.7337799072
epoch time: 12.1497898102s, input_fired_time: 0.1088028699, output_fired_time: 0.0000000000, propagate_forward_time: 11.7275085449, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3134784698
validation[          , genome  6550] predictions:    9730/  10000 (97.30%), best:    9787/10000 (97.87%), error:       897.83984, best error:       717.23456 on epoch:    52, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 140.0653381348s, input_fired_time: 0.9671482444, output_fired_time: 0.7241870165, propagate_forward_time: 58.6918945312, propagate_backward_time: 77.9471588135, weight_update_time: 0.0984320864, other_time: 1.7349548340
epoch time: 12.0681066513s, input_fired_time: 0.1119952351, output_fired_time: 0.0000000000, propagate_forward_time: 10.6423168182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3137941360
validation[          , genome  6550] predictions:    9752/  10000 (97.52%), best:    9787/10000 (97.87%), error:       852.98700, best error:       717.23456 on epoch:    52, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 59.9564819336s, input_fired_time: 0.5527721643, output_fired_time: 0.0000000000, propagate_forward_time: 56.7839546204, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6197547913
best training[          , genome  6550] predictions:   49636/  50000 (99.27%), best:    9787/10000 (97.87%), error:      1475.27832, best error:       717.23456 on epoch:    52, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 12.2368631363s, input_fired_time: 0.1096612290, output_fired_time: 0.0000000000, propagate_forward_time: 10.8150939941, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3121080399
   testing[          , genome  6550] predictions:    9814/  10000 (98.14%), best:    9787/10000 (97.87%), error:       639.49927, best error:       717.23456 on epoch:    52, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
18:08:39 (18369): called boinc_finish(0)

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